Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used:
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9043651 | 0.6476190 | 0.4260261 |
| bt | 0.8716270 | 0.6166667 | 0.3491583 |
| maxnet | 0.8642857 | 0.5769841 | NA |
| gam | 0.8595238 | 0.5904762 | 0.3501828 |
| glm | 0.8496032 | 0.5325397 | 0.3069993 |
Variable Importance
Partial Dependence
